Many organizations move fast initially but slow down dramatically as their codebase scales. The root cause is coupling UI components directly to database queries and third-party APIs.

By enforcing Clean Architecture and Domain-Driven Design (DDD), every capability has clear domain boundaries. Reusable SSR components focus purely on presentation, while UseCases encapsulate business rules.

As a result, engineering teams can ship new AI integrations or evolve interfaces without regressions.